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Topic

LLM Routing

A technique for directing AI requests among multiple language models based on cost, task complexity, or performance, often to cut spend or boost speed.

Current stories

buildOne report1 publisher

One developer's step-level audit finds 97 of 200 Claude Code steps fit a local model

One developer's audit of Claude Code found 97 of 200 agent steps could run on a local model, against 4 of 100 whole requests. That makes the agent step the unit to route on, on evidence from one person's sessions and one RTX 4070.

Publishers:dev.to

Reality

Evidence35
Adoption
Not scored
Hype gap+20
Incentives25
Confidence35
buildConfirmed2 publishers

GitHub bills HydraFusion by every model leg its router decides to call

The Copilot research preview picks a single, cascade, or critique workflow per request, and you pay standard Copilot rates for every token in every leg. So the router has to save more expensive inference than the extra calls cost.

Perspective Coverage

3 publishers
Builder
Builder 58%
Operator
Operator 28%
Investor
Investor 14%

Reality

Evidence55
Adoption
Not scored
Hype gap+30
Incentives70
Confidence60
productOne report1 publisher

Lovable's CTO says enterprises show up with thousands of apps their staff already built

Fabian Hedin, Lovable's CTO, said two-thirds of the Fortune 500 use the tool because staff found it themselves, and put current revenue at $600m. The permissions work starts after the apps are running.

Publishers:thenextweb.com

Reality

Evidence32
Adoption52
Hype gap+36
Incentives82
Confidence46
productOne report1 publisher

Viture's CEO says his unreleased glasses told him to stop shouting at his son

Vonder costs $299, has no cameras and ships in November. Viture's cofounder says the built-in assistant messaged him unprompted about how he was treating his 10-year-old at tennis tournaments.

Publishers:wired.com

Reality

Evidence42
Adoption8
Hype gap+55
Incentives80
Confidence52
buildOne report1 publisher

Who owns the GPU fleet decides whether LLM routing is a library or a gateway

LiteLLM works as a drop-in OpenAI replacement for teams running their own clusters, while managed gateways suit teams renting inference. OpenRouter's reported $113M round at a $1.3B valuation funds the rented side.

Publishers:dev.to

Reality

Evidence30
Adoption
Not scored
Hype gap+20
Incentives70
Confidence35
buildOne report1 publisher

Re-graded on post-cutoff problems, the cheap model loses 30 points and routing triples its value

OmnisBench's author rebuilt his split from date-stamped LiveCodeBench problems. The cheap tier fell from 90% to 60%, and a 4,096-token cap had been marking the frontier model absent.

Publishers:dev.to

Reality

Evidence42
Adoption
Not scored
Hype gap+12
Incentives78
Confidence48
buildOne report1 publisher

Your token ratio, not the leaderboard, decides which model is cheap

A dev.to price walkthrough shows two models swapping places by 17% and 42% on the same list prices. For that pair, the crossover sits at ten input tokens per output token.

Publishers:dev.to

Reality

Evidence52
Adoption
Not scored
Hype gap−5
Incentives70
Confidence58